Sharper generalisation bounds for pairwise learning

بواسطة LEI, Yunwen, LEDENT, Antoine, KLOFT, Marius
منشور في 2020

Improved generalisation bounds for deep learning through L∞ covering numbers

بواسطة LEDENT, Antoine, LEI, Yunwen, KLOFT, Marius
منشور في 2019

Fine-grained generalization analysis of inductive matrix completion

بواسطة LEDENT, Antoine, ALVES, RODRIGO, LEI, Yunwen, KLOFT, Marius
منشور في 2021

Norm-based generalisation bounds for deep multi-class convolutional neural networks

بواسطة LEDENT, Antoine, MUSTAFA, Waleed, LEI, Yunwen, KLOFT, Marius
منشور في 2021

Fine-grained generalization analysis of vector-valued learning

بواسطة WU, Liang, LEDENT, Antoine, LEI, Yunwen, KLOFT, Marius
منشور في 2021

Fine-grained analysis of structured output prediction

بواسطة MUSTAFA, Waleed, LEI, Yunwen, LEDENT, Antoine, and KLOFT, Marius
منشور في 2021

Generalization bounds for inductive matrix completion in low-noise settings

بواسطة LEDENT, Antoine, ALVES, Rodrigo, LEI, Yunwen, GUERMEUR, Yann, KLOFT, Marius
منشور في 2023

Learning interpretable concept groups in CNNs

بواسطة VARSHNEYA, Saurabh, LEDENT, Antoine, VANDERMEULEN, Rob, LEI, Yunwen, ENDERS, Matthias, BORTH, Damian, KLOFT, Marius
منشور في 2021